Gear Fault Detection Based on Angle Domain Average and Teager Kaiser Energy Operator Demodulation Technique

被引:1
|
作者
Li, Hui [1 ]
机构
[1] Shijiazhuang Inst Railway Technol, Dept Electromech Engn, Shijiazhuang, Peoples R China
关键词
Fault diagnosis; Gear; Angle domain average; Teager kaiser energy operator; Signal processing; DIAGNOSIS;
D O I
10.4028/www.scientific.net/AMR.204-210.1411
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new approach to gear localized fault diagnosis under run-up based on angle domain average and Teager Kaiser energy operator demodulation technique is presented. The non-stationary vibration signals are transformed from the time domain transient signal to angle domain stationary one using order tracking technique. Teager Kaiser energy operator is a nonlinear operator that can track the signal energy and identify the instantaneous frequency and instantaneous amplitude of mono-component signal. The instantaneous frequency and instantaneous amplitude both exhibit a characteristic signature in the presence of a cracked tooth. The experimental result shows that angle domain average and Teager Kaiser energy operator demodulation technique can effectively diagnose gear localized crack fault.
引用
收藏
页码:1411 / 1414
页数:4
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